Quantum Dual Attacks Pouly Shen Eurocrypt 2024
βwe derive two versions of quantum dual attacks that improve upon the previous ones in [Pouly & Shen, EUROCRYPT 2024]β
What the smart people are recommending. 7861 books, tools, and products endorsed by the thinkers absorb.md tracks. Ranked by how many times each has been recommended across compiled podcasts, papers, posts, and tweets.
βwe derive two versions of quantum dual attacks that improve upon the previous ones in [Pouly & Shen, EUROCRYPT 2024]β
β# RAGServe: Fast Quality-Aware RAG Systems with Configuration Adaptation _Blog post by Ravi Netravali_ https://arxiv.org/abs/2412.10543β
βthis term I heard come out of this paper Alpha codium it basically achieves state-of-the-art kind of like coding performance not necessarily through better models or better prompting strategies but thβ¦β
βOur quantum Discrete Gaussian sampler can also be used to speed up the algorithm for solving the Short Integer Solution problem, in any norm, of [Bollauf, Pouly & Shen, ePrint 2026/225].β
βYou recently turned 30 and you made a wonderful blog post about the last 10 years of being in the space and uh some of the things that you personally cared about mm uh what were kind of would you mindβ¦β
βso you know one of the other posts that I published a few months ago is you know making ethereum Cipher Punk again and one of the themes I have there is this idea of like building this uh like basicalβ¦β
βSo if you look, for example, there's a nice study by Otis at Berkeley and a bunch of other people where they did a controlled experiment in Kenya.β
βThis motivated us to show how the Hamilton-Ostrogradski formalism can be applied it to the Pais-Uhlenbeck oscillator. We hope that the approach presented in this work can serve as a basis for discussiβ¦β
β# X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphsβ
βbecause there's papers like this uh paper by Sergey Bravi where they show that they can actually show for what we call short depth circuits there's actually a separation between uh what classical and β¦β
βI like this paper. I'll give you some examples before I go a little bit more. This is a paper out of the Rican team where they look at uh time dynamics of a so on the top where you see the white linesβ¦β
βThis release represents IceCube's most sensitive and comprehensive publicly available all-sky muon track dataset to date and should be preferred over previous releases.β
βyou know that there was this National Quantum Initiative act that was passed in the US in uh 2018 I think uh it was written by then Senator kamla Harrisβ
βEmpirically, using only just three such steps improves sample quality over strong diagonal-covariance baselines, including OCM-DDPM, across standard image benchmarks.β
β# #OccupyDNC CommuniquΓ© No. 1β
β146 of the 24,576 features in the layer-8 residual-stream SAE release of Bloom (2024) clear a Holm-corrected significance thresholdβ
βI think it wasn't until 2017 when I first saw the results from GPT-1 that it clicked for me that language is probably the area in which we can do this.β
βThe first one I think, you know, OpenAI was getting on board with. The second one in a way had always been part of OpenAI's messaging, but, you know, over many years of the time that I spent there, I β¦β
βTo address this, we introduce RoboPEPP, a method that fuses information about the robot's physical model into the encoder using a masking-based self-supervised embedding-predictive architecture.β
βIn this work, we introduce CSA-Graphs, a privacy-preserving structural dataset.β
βPurpose: To explore best-practice approaches for generating synthetic chest X-ray images and augmenting medical imaging datasets to optimize the performance of deep learning models in downstream tasksβ¦β
βAt a 16. Z had a great essay, on flock. We can really, really solve crime. And it's just a choice.β
β# How to prompt Seedream 5.0β
βI had another paper called learning interactive real world simulatorsβ
β# Non-Abelian braiding of graph vertices in a superconducting processorβ
βAgents as a Serviceβ
β# V-JEPA: The next step toward advanced machine intelligenceβ
βShare this episode with friends and family and don't miss out on my newsletter wledger.substad.com for the latest updates.β
β_Blog post by Mustafa Suleyman_β
βMW is Short FTAI Aviation Ltd. (FTAI US) _Blog post by Muddy Waters_β
βThis paper introduces the City Physiology: a new conceptual framework to facilitate the integration of city layers when designing holistic simulators.β
βthere's an interesting paper that investigates this so you can uh you can check it out it's called Embers of autoaggressionβ
βthere's an interesting paper that investigates how llms handle composition uh so it's titled the limits of Transformers of compositionalityβ
βa very cool example of how you can uh combine LMS with discret program search is this paper after this search IND resoning with the language modelβ
βDecoupled Contrastive Learning _Blog post by Yann LeCun_β
βWe also introduce a pixel-aligned RGB-thermal instruction-tuning dataset and Thermo-VL-Bench, a manually screened RGB-thermal VQA benchmark for low-light and cross-spectrum reasoning.β
βmckinsey put out a study showing investing in clean energy clean economy creates you know twice as many jobs as if you're investing in some of the heavy carbon oil and gas futuresβ
β# Overcoming leakage in scalable quantum error correctionβ
βwe have a new report out today actually that tries to tackle exactly that question and it takes the data really seriously and it finds that there are really serious connections between economic growthβ¦β
βA number of different architectures and loss functions have been applied to the problem of self-supervised learning (SSL), with the goal of developing embeddings that provide the best possible pre-traβ¦β
βYou will need to use the environment variables defined in .env.example to run Next.js AI Chatbot.β
βA closed-loop meta-control layer (Extension A) reduces forgetting by an additional 81% at ~398M, mapping onto the System A and System M roles of Dupoux et al. (arXiv:2603.15381).β
βwe evaluate Claude Code in an agentic proving framework on CLEVER, a Lean 4 benchmark for verifiable code generationβ
βGAIA: a benchmark for general AI assistantsβ
βIn this paper, we propose Rate-In, an algorithm that dynamically adjusts dropout rates during inference by quantifying the information loss induced by dropout in each layer's feature maps.β
βHere, we present a comprehensive demonstration of the color code on a superconducting processor, achieving logical error suppression and performing logical operations. ... This work establishes the coβ¦β
βAbstentionBench is used as the evaluation benchmark, as this work aims to contribute to the field of abstention learning. All datasets on the benchmark were tested against this method and various baseβ¦β
βThe question this paper addresses is: does this mathematical claim hold at the engineering level? To make the answer as general as possible, we deliberately choose the strictest engineering conditionsβ
βso with that uh I'm want to advertise the journal digital Discovery very briefly okay I really want everybody to submit their best work there impact factor of 6.2 Open Access Data reviewerβ
βTraining data comes from approximately 100 expert chain-of-thought (CoT) annotations produced by the BC Protocol (Zou & Xu, 2026b).β
βThis is the structural reason why ~100 CoT examples are sufficient -- not a purely empirical observation like LIMA (Zhou et al., 2023).β
βWe release Llamion, a family of 14B-parameter open-weight language models...We release three checkpoints (Base, Chat, LongChat) that load with trust_remote_code=False in the Hugging Face Transformers β¦β
βthis stock will not be obviously the same without talking about language language models of course they're extremely important we're all using them for one Fe or another so I just want to show you thiβ¦β
βOver Three Decades, Tech Obliterated Media _Blog post by Kara Swisher_ https://nymag.com/intelligencer/article/kara-swisher-burn-book-excerpt-silicon-valley-media.htmlβ
βWe present a quantum simulator comprising 69 superconducting qubits which supports both universal quantum gates and high-fidelity analog evolution, with performance beyond the reach of classical simulβ¦β
βQuantum error correction below the surface code thresholdβ
β# Exploring Prompt Optimization -- Blog post by LangChain https://blog.langchain.dev/exploring-prompt-optimizationβ
β# Demonstrating dynamic surface codesβ
βNoam Brown, who wrote the Diplomacy paper, said this about Sholto: βhe's only been in the field for 1.5 years, but people in AI know that he was one of the most important people behind Gemini's succesβ¦β
βFor example, Anthropic has the constitutional RL paper where they take another language model and they point it and say, βhow helpful or harmless was that response?ββ
βThrough extensive experiments on 32 text-embedding tasks across various architectures (transformers, state-space models) and domains (language, vision), we demonstrate that intermediate layers consistβ¦β
βHere, we present a novel framework for measuring AI usage patterns across the economy. We leverage a recent privacy-preserving system to analyze over four million Claude.ai conversations through the lβ¦β
βFor more insights on the survey, check that out at the information.com.β
βactually John Schulman's theme had already published this thing called Web GPT at the time so I was pretty aware of itβ
βMy thoughts on China, export controls and two possible futures https://darioamodei.com/post/on-deepseek-and-export-controlsβ
βwhen people thought Trump was a clown and he was just a clown that's all he was so I wrote a blog post someone remember it it was called clown genius so I reframed him as somebody who was a showan andβ¦β
βOkay, Scott Aronson has a beautiful sorry beautiful paper that can show random circuits are actually hard to simulate.β
βunless you are not paying attention to anything in Quantum there was a huge research paper that IBM came out with it was published in nature can you talk a little bit about the significance when I reaβ¦β
βWe release all our models to the community.β
βOur teams new work using AI for quantum circuit transpilation Is even better. The team has extended their earlier work on RL-based synthesis of Clifford circuits to general Pauli Networks.β
βIn this work, we propose Visual-Predictive Instruction Tuning (VPiT) - a simple and effective extension to visual instruction tuning that enables a pretrained LLM to quickly morph into an unified autoβ¦β
βthe FBI and CISA just published a Medusa Ransomware joint cybersecurity advisory. We'll post it in the comment section below the YouTube stream here for anybody who wants to review it.β
βSo probably like many people here I I read with great interest uh Steve Jay's blog post a couple months ago uh revenge of the junior developer.β
βAnd so here weβre going to move to the second Amadeus, which came out recently called the adolescence of technology. That is about what you see as the most serious A.I. risks.β
βwhich is used in arXiv:2511.09371 to establish a 6-functor formalism of complex analytic motivic homotopy theory and produce an analytification map that is compatible with the six operationsβ
βIn this paper, we present a transferable learning approach for PINNs premised on a fast Pseudoinverse PINN framework (Pi-PINN).β
βaround 2016 there was a lot of research along these lines 2015 2016 like nuring machines for instance and the likeβ
βStefan Volk is a professor at the University of Sydney Business School and author of the HBR article, Tapping Into Your Team's Circadian Rhythms. Here's our conversation.β
β# Roll your way to a billion dollar startup - Advice for founders from Katamari Damacy _Blog post by Garry Tan_β
βthey published an algorithm called r10 about how to bootstrap a model like R1 and like right now like a bunch of people a bunch of like solo hackers are like reproducing the R1 resultsβ
βhow to get rich remember that one how to get rich that like one theads and super Yeah Bang Yeah Yeah I think that is still the most viral threat ever on Twitterβ
βyou're probably referring to a paper that Jeff Hinton and I published in nature in 2015... it was basically a bit of a Manifesto if you want or a review paper to tell the wide community of Science andβ¦β
βthere is this architecture which really should be called a macro architecture called jepa... it is not an alternative to Transformers you can have Transformers Inside of japas... jepa is an answer to β¦β
βWe investigate the emergence of intuitive physics understanding in general-purpose deep neural network models trained to predict masked regions in natural videos.β
βLet's talk about your newest essay on uh the age of intelligenceβ
βThere's another Super popular paper that you author call koala cognitive architectures for language agentsβ
βThis work demonstrates that Transformers without normalization can achieve the same or better performance using a remarkably simple technique.β
βSo when is the Twitter Files, right, which Elon put out with the set of journalists when he took over... you can just read it and you should if you haven't.β
βFacebook produced a lot of documents into that investigation and many of those have now been made public and you can download those reports. And there's like 2,000 pages worth of material.β
βwith the first with with the rag paper I believe was released in 2020 since then we've been trying to build some kind of rag systemβ
βwe utilize called something called fusion and decoder we're big fan fusion decoder that actually the paper came from meta our implementation that help us retrieve informationβ
βthere's this paper about actually transformers in 2019 the decoder encoder model T5 looks amazing let's start buildingβ
βThe first International AI Safety Report comprehensively synthesizes the current evidence on the capabilities, risks, and safety of advanced AI systems.β
βthere's a really good paper uh or there was a really good paper two years ago out of Stanford uh called uh I think generative agents or something like that... That's a really really good one to go andβ¦β
βIn this paper, we develop a chip-integrated diamond photonic crystal cavity embedding an ensemble of nitrogen-vacancy (NV) centers.β
βTelgarsky-Vattani note a typical improvement of 5% -- 10%.β
βArchipov and I suggested with Bzon sampling in our paper 15 years ago was just take a bunch of you know photons or other Bonic particles, let them evolveβ
βIf you haven't read the GDP eval paper from open AI, it is an interesting paper.β
βFrameworks, such as DFGL-LZTA, SecFedDNN and COSIER were assessed.β
βthis is a famous paper by Ed far look at optimization where you can come up with circuits that will be uh potentially useful for these problemsβ